Women never experience their health that way. Their lives do not fit neatly into funding categories, medical specialties or isolated episodes of care. Health is a continuum that shifts over time, and the market is finally beginning to recognize its size, scientific potential, and human importance.

A new W Group study, “The Road to the Era of Scale,” provides compelling evidence of that shift. Based on the organization’s tracking of more than 500 funding stories and approximately 164 disclosed equity rounds across 15 categories and more than 30 countries, the report found that women’s health companies raised a record $1.55 billion in disclosed equity in 2025, a 41% increase from 2024.

A Market Is Forming, Not Merely Making Headlines

Investment totals can be deceptive. One enormous financing round can make an entire sector appear stronger, deeper, and more expansive than it is in reality. The significance of the W Group findings is that the capital did not simply increase. It spread over the continuum of women’s health.

Eighty-five women’s health companies raised equity in 2025, the highest annual number in the report’s data. Ten rounds reached at least $50 million, twice as many as in 2024, and the average disclosed round grew 29%, from approximately $13.9 million to $18 million.

Capital also became less concentrated among a few celebrated companies. The three largest rounds represented 39% of disclosed funding in 2024, compared with 32% in 2025. Funding received by companies outside the top three grew by 56%, a potential signal that investors are beginning to support a broader range of clinical needs, technologies and business models.

This is what the development of an investment ecosystem looks like. Capital begins to flow beyond the familiar names and into diagnostics, therapeutics, clinical infrastructure and care models that address different stages of a woman’s life.

Oncology received the largest share of investment, with the report estimating more than $600 million across at least 12 rounds. Fertility and assisted reproductive technology attracted more than $230 million, while maternal health drew approximately $160 million. Menopause, sexual and reproductive health, hormone diagnostics and pelvic health also received new support.

Endometriosis offers a particularly important example. Long dismissed, misunderstood and frequently diagnosed only after years of pain, the condition attracted more than $56 million across five rounds in 2025. The investments spanned therapeutics, diagnostics, and imaging, suggesting that the market is beginning to view endometriosis as a complex clinical challenge requiring multiple forms of innovation.

The same shift can be seen in metabolic health. SheMed’s $50 million Series A helped establish women-specific GLP-1 care as an investable category, reflecting the growing recognition that medicines, monitoring and health interventions must account for biological differences rather than treating the male body as the universal clinical norm.

The Women’s Health Innovation Map Is Becoming Global

The United States remains the dominant destination for women’s health capital, but the sector is no longer exclusively an American story. The US ecosystem also benefits from Organon, one of the few global pharmaceutical companies built around women’s health, whose portfolio, partnerships and commercial reach can help promising science cross the difficult divide between startup innovation and patient access.

Beyond the United States, the report found a broader geographic footprint in 2025, with companies and investors across Europe, Israel, India, Canada and the Middle East contributing to the market’s development.

The UK was the most active non-US ecosystem by company count in the W Group data. British companies were represented across metabolic health, endometriosis, hormone diagnostics, menstrual health, maternal care and other categories.

That entrepreneurial activity is now being matched by policy attention. England published a renewed 10-year Women’s Health Strategy in April 2026, aligned with the country’s broader health plan and centered on giving women greater voice, choice and power in decisions about their care. The government has also outlined efforts to streamline gynecologic care, improve access for conditions such as endometriosis and fibroids and confront inadequate approaches to women’s pain.

This matters because innovation cannot succeed through capital alone. A company may develop a better diagnostic or care platform. Still, its impact will remain limited unless clinicians trust it, health systems can adopt it, reimbursement supports it and patients can reach it. That is the difference between invention and innovation.

France is building another part of that infrastructure. The Île-de-France region has created FemTech Île-de-France, an investment fund targeting €50 million for women’s health innovation, supported by the scientific expertise of Université Paris Cité. Regional plans also include a specialized incubator effort and an interdisciplinary institute that connects research, clinical education, and innovation.

The French initiative is notable because it does not treat funding as an isolated intervention. It attempts to link capital with scientific expertise, company development and a regional health innovation strategy. That combination can help promising startups move beyond an initial idea and toward evidence, regulatory progress and clinical adoption.

France’s women’s health momentum is also reflected in Lyon-based Ziwig Biotech, whose Endotest uses salivary RNA analysis and artificial intelligence to provide a noninvasive diagnostic test for endometriosis, demonstrating how French biotechnology can turn a condition long marked by diagnostic delay into a precision-medicine opportunity.

Israel contributes another important dimension. Its health innovation culture is built upon deep scientific expertise, sophisticated health data, globally connected medical centers and an instinct for solving difficult clinical problems. In 2025, Israel presented a delegation of women’s health innovators at Expo 2025 Osaka, bringing companies and health leaders together with counterparts from Japan, the United States and Mexico.

Israel’s strength in technology, however, coexists with a persistent capital and leadership gap for women. An Israel Innovation Authority report found that women remain approximately one-third of the country’s high-tech workforce, while holding only 17% of senior management positions and 10% of startup CEO roles. The number of women working in research and development has risen sharply, but their representation in entrepreneurship, leadership and investment remains disproportionately low.

That disparity should concern anyone interested in women’s health innovation. When women are missing from the rooms where companies are founded, clinical priorities are established and capital is allocated, unmet needs are more likely to remain unseen.

The opportunity in Israel has two paths to consider. The country can export women’s health technologies to global markets while also ensuring that more women participate as founders, scientific leaders, investors and decision-makers shaping those innovations.

The Most Dangerous Gap Sits in the Middle

The report’s most urgent finding is not the record amount invested. It is the continuing Series A bottleneck.

Approximately 35-40 women’s health companies raised seed or pre-seed capital in each of the two years studied. Only about 20 to 25 reached Series A, and many companies that appeared at the seed stage in 2024 did not return with a Series A round in 2025.

Seed funding can demonstrate that a concept is interesting. Series A funding is often the stage at which a company must demonstrate that the concept can become clinically credible, commercially sustainable, and capable of operating within a complex health system.

This stage requires companies to generate evidence, recruit specialized talent, navigate regulation, protect sensitive patient information and establish a credible path to payment. It is also where founders discover that a technically elegant solution may not fit naturally into clinical workflows or address the daily realities faced by patients and health professionals.

The loss of promising companies at this stage is not only a financial concern. A stalled financing round can mean that an earlier diagnostic never reaches a physician, a new treatment never enters a clinical trial or a more humane care model never reaches the people who need it.

Specialist funds can help bridge that gap, and the report identified at least 11 new investment vehicles launched in 2025 with a women’s health mandate. Pharmaceutical companies and major generalist venture firms are also beginning to participate, an important sign that the sector is moving beyond support from a small circle of committed specialists.

The transition remains incomplete. Women’s health will not achieve sustained growth until generalist investors consider it a standard component of health investing rather than a special theme to be visited only occasionally.

Capital Still Follows Visibility More Than Burden

The funding pattern also reveals an uncomfortable truth. Conditions receiving the most investment are not always those creating the greatest health burden.

The report estimates that women-specific cardiovascular innovation received only about $2 million in dedicated equity during 2025. Dedicated investment addressing the women-specific dimensions of autoimmune disease was effectively absent, even though women account for the great majority of people living with autoimmune conditions. Mental health and pelvic health also remained dramatically underfunded in relation to their effects on people’s lives.

This does not diminish the importance of investment in fertility, oncology, menopause or maternal health. It does show that markets often follow categories that are easier to describe, sell or recognize before addressing conditions that are scientifically complex, poorly diagnosed or fragmented across medical specialties.

Cardiovascular disease in women is not a niche concern. Autoimmune disease is not a specialty-market curiosity. These are major health challenges that demand gender-specific research, earlier diagnosis, appropriate clinical evidence and investors prepared to build a long-term thesis.

Five years ago, menopause appeared similarly overlooked. Greater visibility, advocacy and scientific attention helped change investor understanding. Cardiovascular, autoimmune, and mental health innovation now requires a comparable shift.

Scale Must Mean Better Health Access, Not Only Larger Rounds

Investment is essential, but capital is not the same as care. A successful financing announcement does not reduce the years a woman may wait for an endometriosis diagnosis, reduce the risk of maternal complications or ensure that a new technology reaches people regardless of income or geography.

The true value of capital lies in what it enables people to create. It can help researchers produce evidence, enable founders to recruit skilled R&D teams and give companies time to earn the confidence of regulators, health professionals, payers and patients.

Technology should simplify care rather than introduce another point of friction. Data should help clinicians understand women more fully rather than reproduce historical bias. Artificial intelligence, or its application, should enhance human judgment, not serve as an excuse for health professionals to distance themselves from the people they serve.

The women’s health sector no longer needs to prove that unmet need exists. The record of delayed diagnoses, inadequate research, and dismissed symptoms has been established many times over.

It also no longer needs to prove that successful companies can be created. The expansion of investment across more categories, countries and later-stage rounds shows that women’s health can produce significant scientific advances and scalable enterprises.

The question now is whether investors, policymakers and health systems will support those companies through the winding journey from possibility to practice. That will require patient capital, stronger evidence, workable reimbursement pathways, and a willingness to design care around women’s lives rather than forcing women to navigate systems not designed with them in mind.

The W Group Era of Scale analysis should not be measured only by how much capital enters women’s health. It should be measured by whether that investment leads to earlier diagnoses, better treatments, broader access and less suffering. The true measure of scale will not be dollars invested, but lives improved.

The post Women’s Health Has Entered the Era of Scale. Now Capital Must Catch Up With Care appeared first on Medika Life.

The knowledge is vast. What gets done with it is piecemeal.

Instead of one effort, the field is carved into territories. Alzheimer’s here, mental health there, stroke and epilepsy each with their own specialists and their own charities, each drawing on a separate stream of research funding, rarely meeting across the lines that divide them. The brain is treated as a collection of distinct diseases rather than one organ under many kinds of pressure.

One Brain, Many Silos

Why does the largest health burden in the world still get tackled in pieces? Part of the answer is structural. Each field is competent on its own terms. Each also competes for research funding, policy attention, and a share of a health budget that is never big enough.

And the splintering runs counter to the shape of the problem. The conditions that get studied separately share risk factors and underlying biology. The same Lancet Neurology analysis links air pollution to stroke risk and lead exposure to a large share of the global burden of intellectual disability.

The people best placed to act do not think in therapeutic areas at all. A finance ministry thinks in terms of productivity and dependency ratios. An education system thinks in cognitive development. An employer thinks in workforce capacity. Approach each of them through a single disease, and they see a fragment. Show them the whole, and the case becomes theirs.

The Climate Is a Brain Health Problem Too

The adjacencies are where the fragmentation becomes expensive. Take climate. A 2024 review led by Professor Sanjay Sisodiya at UCL found that higher temperatures and sharper swings in temperature raise hospital admissions for dementia, worsen seizure control in epilepsy, aggravate multiple sclerosis, and increase both the incidence of stroke and the deaths that follow it. 

During the 2003 European heatwave, around a fifth of the excess deaths were among people with neurological conditions. Sisodiya did not hedge: there is, he said, “clear evidence for an impact of the climate on some brain conditions”. The mechanisms are not all settled, and correlation and causation remain tangled in places. But climate is, among other things, a brain health problem. It is rarely treated as one.

Take the arts. The largest evidence review to date, a 2019 WHO scoping review drawing on more than 900 publications, found a real role for the arts in preventing ill health and in managing conditions from dementia to depression. Art therapy belongs in the picture of brain health. It reaches the same organ from a direction that clinical medicine rarely looks in.

This is the big-tent moment the field keeps failing to seize.

Climate, education, the arts, sport, the workplace: each shapes the brain, and each sits in a different silo of research, funding and policy. The dots are all on the page. Nobody is joining them.

What Joining the Dots Would Take

So what would joining them actually require? Start with the economics, because that is what moves ministries. The McKinsey Health Institute estimates the brain capital opportunity at up to $11.7 trillion in global economic value, and the OECD and the Brain Capital Alliance go further, treating brain health and brain skills as economic infrastructure alongside physical and financial capital rather than beneath it. Seen that way, brain health becomes an economic priority, and economic priorities are the ones that reach the treasury.

The policy world has already conceded the point. When all 194 WHO member states adopted the Intersectoral Global Action Plan on epilepsy and other neurological disorders in 2022, the operative word in the title was intersectoral, meaning a response coordinated across sectors rather than passed back and forth like a baton. 

The mandate exists. What is missing is delivery built the same way: research that crosses the lines between diseases, prevention that reaches into the places that shape the brain, from air quality to classrooms to workplaces, and care that treats mental and neurological health as neighbours rather than strangers. None of this is easy. The incentives still reward the silo, and the specialist who owns one corner of the brain is rarely rewarded for looking at the rest.

Science has already stopped drawing hard lines between these things. It treats the brain as one organ, shaped by climate and pollution and education and art, worn down and built back along the same paths. The way the brain is researched, funded, and cared for has not kept pace. Whether it is finally addressed as one problem rather than many is a question the next decade will have to answer.

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We all know how this goes though. The wooden knife bends before it cuts. The fork leaves a faint taste of timber. The bamboo plate, if you’re unlucky, catches your thumb on a rough edge. We accept this as the price of doing the right thing. It’s a small sacrifice for a cleaner planet.

What makes the problem harder is that the plastic we can see is only part of it. Paper cups are lined on the inside with a thin polyethylene film, the layer that keeps hot liquid from seeping through. Cardboard food containers that look recyclable often carry a similar lining that disqualifies them from most recycling streams. The plastic embedded in materials that present as something else is, in many cases, harder to address than the fork on the table.

Except, according to Dillon Baxter, Founder and CEO of PlantSwitch, it may not actually be doing the right thing. Many of those alternatives aren’t genuinely more sustainable. Some aren’t biodegradable in any practical sense. The infrastructure required to compost the ones that technically qualify, (i.e. industrial composting facilities) is so sparse that most of it ends up in the same landfill as everything else. “We live in an imperfect world,” Baxter says. “What kind of products are we creating that help solve the imperfect world that we live in?”

That question sits at the center of what PlantSwitch is building. The company’s CompostZero material is designed to close the gap that Baxter spent years watching the industry fail to close: something that performs like plastic, is as cost-efficient as plastic, and actually breaks down when it enters the environment, without leaving microplastics behind.

The stakes for getting this right are rising. Of all the plastic ever produced, only about 9% has been recycled, while around 79% has accumulated in landfills, dumps, or the natural environment. Single-use items are the hardest part of that equation, moving through too many hands too quickly to be reliably collected.

Meanwhile, the health picture is getting harder to look away from. A 2025 review published in the journal Microplastics found that common plastic polymers can cause inflammation in the respiratory and gastrointestinal systems, compromise immune function, and raise the risk of cardiovascular disease and neurotoxicity. Causation for specific diseases is still being established, but the presence of microplastic particles in blood, lung tissue, and placental tissue is now documented across multiple peer-reviewed studies.

Baxter watched this evidence accumulate before deciding the materials problem was the one worth solving. “It went from, oh, a plastic straw is bad, to, oh wow, plastic is really harming us,” he says. “We need to figure out a way to get plastic out of our food supply for the future generations quickly, because this is going to have some really negative outcomes.”

Waste Not, Want Not

CompostZero starts with upcycled rice husks, sourced from rice producers who generate them as a large-volume byproduct with few good disposal options. At PlantSwitch’s vertically integrated facility, bacteria fed on that material produce a polymer naturally, a process that occurs in nature that the company has scaled commercially. The resin is compatible with existing plastic manufacturing machinery, which means customers don’t need to retool to adopt it.

The biodegradable resin handles like conventional plastic. Baxter says it’s actually stronger and breaks down when exposed to microorganisms in soil, water, or a home compost bin. “Our CompostZero™ resin made from plants comes from the ground, and gets eaten by the ground when the user is done with it,” he says. “It’s true circular economics.”

The company has moved well past proof of concept. PlantSwitch’s customer list includes Walmart’s Taylor Farms brand, Live Nation concerts, SoFi Stadium in Los Angeles, the Toronto Blue Jays at Rogers Centre and Wonder. Across those accounts, the company supplies compostable forks, spoons, knives, straws, hot cups and lids, bowls, and food packaging shells. To support that scale, PlantSwitch recently expanded from a 50,000 square foot manufacturing facility to 300,000 square feet. A $17 million Series A raise brings the company’s total funding to $28 million.

On the production side, PlantSwitch is now producing CompostZero resin at meaningful commercial volume, with Baxter describing a roughly five-times growth trajectory for the current year.

Baxter argues that PlantSwitch is the first plastic alternative to reach this combination of scale, cost parity, and corporate adoption, a claim that points to a specific structural advantage: because CompostZero resin runs on the same equipment as conventional plastic, it doesn’t ask manufacturers or food-service operators to absorb switching costs. “Solving our global plastic crisis isn’t about cutting down on plastic use or recycling efforts, which have largely failed,” he says. “The solution is changing what our plastic is made of.”

Regulation advancing systems-level change

Two regulatory currents are running in the company’s favor. Single-use plastic restrictions are spreading across U.S. cities and states unevenly, sometimes city by city, sometimes county by county, creating compliance pressure on food-service procurement regardless of corporate sustainability commitments.

The larger policy conversation is around Extended Producer Responsibility (EPR), which shifts end-of-life costs onto manufacturers. EPR frameworks under development include eco-modulation provisions that would reduce a producer’s fee for using materials less costly to collect or process, though timing for those provisions to come into effect remains uncertain.

A broader shift in how we think about materials

PlantSwitch is one piece of a growing field that starts from the same premise: we already have the feedstocks we need. The question is whether we’re using them effectively.

The waste-to-materials approach extends well beyond packaging and single-use items. Household mixed waste is being converted into a substitute for virgin plastic in durable goods. Scrap tires are being broken down and reformed into rubber surfaces for playgrounds and athletic tracks. Oyster shells, a byproduct of shellfish farming that accumulates in enormous volumes along coastlines, are being processed into materials for textiles, including swimwear and lingerie. In each case, a waste stream that previously represented a disposal problem becomes a raw material.

The logic behind all of it becomes harder to ignore when you consider the scale of what’s coming. A century ago, the world held roughly 2 billion people. Today the number is over 8 billion, and the UN projects a peak of around 10.4 billion before the end of this century. More people means more resource consumption, more food packaging, more single-use items, that is, unless the materials from which those items are made stop requiring the extraction of new resources to produce them.

Change at the system level

There is a persistent assumption embedded in much of the sustainability conversation: that the consumer has to do something different. Choose the compostable option. Pay the premium. Seek out the certified product. Accept the inferior fork.

Consumer willingness to pay for sustainable alternatives exists, but it runs directly into cost in an economy where discretionary spending is under pressure. Behavior change at the margins does not move systems.

What PlantSwitch is demonstrating, and what the broader waste-to-materials field is working toward, is a different model. If the alternative performs the same, costs the same, and simply replaces what’s already on the shelf, the consumer doesn’t have to decide anything. The sustainable option becomes the default option.

The responsibility shifts upstream, where it belongs: to manufacturers, procurement teams, and the regulatory frameworks that shape which materials reach the market in the first place.

That is also where EPR legislation is pushing. When producers bear the cost of end-of-life, and when eco-modulation discounts reward materials that don’t create disposal burdens, the business case for switching starts to close.

Baxter is clear-eyed about what makes this model work: “Everyone hates paper straws, no one wants wooden forks, and pretty much every alternative is either a huge drop off in quality, or many times it’s not even more sustainable, or way more expensive.”

The point of CompostZero is that none of those objections should apply. The product should simply be there, doing what plastic does, without what plastic leaves behind.

The post Single Use Plastics are a Health Problem, and Rice Husk Waste Might Be the Cure appeared first on Medika Life.

Jobs was not talking about hospitals, clinical workflow, artificial intelligence or digital health. He was talking about where innovation must begin, not with technology, but with customer experience.

His point was simple and demanding. You cannot start with the technology and then figure out where to sell it. You have to start with the experience you want people to have, then work backward to the technology, systems and decisions required to make that experience possible.

That lesson belongs at the center of health innovation.

Too many promising companies enter the health sector leading with sophisticated platforms, powerful algorithms, elegant data architecture or novel science. Those strengths matter. However, they are not where adoption begins. Adoption begins with the people expected to use, believe in, approve, pay for, or benefit from the solution.

For health-sector entrepreneurs, the starting question cannot be, “What can our technology do?” It has to be, “What experience are we trying to create for the patient, clinician, researcher, administrator or institution we seek to serve?”

This is becoming increasingly visible as digital tools converge with therapeutics and clinical trials become more dependent on digital solutions. The question is no longer only whether the technology works. It is whether the experience works for patients, clinicians, researchers and institutions.

That is where entrepreneurial friction in health begins: not as an obstacle to creativity, but as a test of whether innovation has been shaped by the needs of the people who must use, have confidence and adopt it or by the capabilities of the technology itself.

From Fragmentation to Friction

For years, I have written about fragmentation throughout health. Long before fragmentation became a common buzzword at conferences or board meetings, it was evident that disconnected systems, competing incentives and isolated decision-making were creating unnecessary barriers for patients and clinicians alike. Fragmentation described the architecture of the problem.

Increasingly, I believe friction better describes the human experience of that architecture.

Fragmentation explains why organizations struggle to work together. Friction explains what physicians experience when they document the same information repeatedly, what nurses experience when technology disrupts rather than supports their workflow, what patients encounter when they navigate disconnected systems and what entrepreneurs discover when promising innovations stall within institutional bureaucracy.

Health professionals know this concern well from years of implementing electronic medical records. Too often, technology introduced to organize care has added clicks, documentation burden, and screen time, reminding innovators that adoption depends not only on what a system can do, but also on what it asks clinicians to absorb.

Every unnecessary approval, incompatible technology platform, duplicate workflow, unclear responsibility and poorly communicated decision creates resistance. None of those obstacles improve patient care. Each one slows the movement of innovation from discovery to implementation.

Health does not suffer from a shortage of remarkable ideas. Every week brings advances in artificial intelligence, biotechnology, precision medicine, diagnostics and digital health. Many of these innovations demonstrate meaningful improvements in clinical outcomes. Far fewer become part of everyday practice because the institutional friction surrounding implementation often receives less attention than the science itself.

Communication is a Key Implementation Strategy

Many founders in health start-ups are rightly fluent in science, engineering, data and clinical logic. That expertise is essential. The risk is that the human pathway to use receives less attention: the relationships, explanations and confidence-building that help patients, clinicians, administrators, payers and institutions understand how a new solution fits into their world. Without that connection, even strong ideas can meet resistance that looks like reluctance but often reflects an avoidable gap in understanding.

One misconception continues to undermine otherwise promising innovation. Communication is often viewed as beginning only after the product is complete. Marketing launches the announcement. Public relations introduces and positions innovation. Internal communications explain the rollout. That sequence misunderstands the purpose and impact of communication.

Communication is not simply how organizations describe innovation. Communication helps institutions understand change, reduce uncertainty and build the confidence required for adoption. It belongs alongside engineering, clinical research, workflow design and implementation planning from the earliest stages of development.

Consider a company that develops an artificial intelligence platform capable of reducing radiology turnaround times while maintaining strong clinical accuracy. The evidence is compelling. Independent validation supports the findings. Investors celebrate the technology’s potential.

Implementation nevertheless slows because department leaders worry about governance, radiologists question liability, information technology teams raise cybersecurity concerns and administrators remain uncertain about workflow integration. None of those questions challenge the supporting science. Each reflects uncertainty that could have been anticipated and addressed much earlier through supporting evidence and communication.

Consider another example. A digital platform helps people living with diabetes remain engaged between office visits, improving adherence and strengthening patient self-management. Physicians initially hesitate because they worry the technology will dramatically increase after-hours patient messages. Once the implementation team demonstrates automated triage, clearly defined clinical responsibilities and realistic workflow expectations, enthusiasm begins to replace skepticism. The technology itself remains unchanged. Understanding changes, interest grows and institutional friction begins to ease.

Communication does not replace implementation. It is part of the implementation. It turns complexity into shared understanding, aligns the people who must approve, use, pay for change, and reduces the friction that market fragmentation creates. Without communication, even beneficial innovation can remain trapped between promise and practice.

Designing Innovation for the Real World Experience

Jobs’ lesson should not be reduced to a technology slogan. It is honed and relentless discipline. Start with the experience and work backward. Keep asking whether each decision brings the user closer to value or pushes the organization deeper into layers of complexity. As Stephen R. Covey advised, “begin with the end in mind.” In health innovation, that end is not the technology itself. It is the experience, confidence and value created for the people expected to embrace and engage.

Health entrepreneurs should apply that relentless discipline within their own organizations by encouraging healthy debate among engineers, clinicians, patients, operational leaders and communicators. Diverse perspectives almost always produce stronger solutions because they test assumptions before the market, hospital, physician, or patient is forced to do so.

Equal attention should be devoted to eliminating the destructive friction that appears once innovation enters health institutions. Entrepreneurs should ask how many additional clicks a physician must complete, how many approvals a hospital must obtain, how easily the innovation integrates with existing systems, and whether every stakeholder understands not only what the innovation accomplishes but also how it improves everyday practice.

That is why one experienced health innovation champion, Levi Shapiro, founder and curator of mHealth Israel, a community of more than 20,000 health entrepreneurs, frames the challenge this way: “Clinical results and physician enthusiasm are table stakes. To overcome the ‘death by PILOT’ trap, the technology should integrate seamlessly into existing workflows, harmonize with operational and security requirements and demonstrate measurable ROI with minimal oversight. The technologies that scale are usually the ones that make adoption feel manageable, not disruptive.”

The future of health innovation will not be defined solely by better algorithms, more sophisticated diagnostics or increasingly powerful therapeutics. Success will belong to organizations that recognize implementation as a discipline requiring leadership, operational design, communication and empathy. Scientific excellence opens the door. Institutional readiness determines whether anyone walks through it.

Some friction strengthens thinking and encourages excellence. Other friction creates delay, confusion and unnecessary resistance. Recognizing the difference may become one of the most important responsibilities facing health entrepreneurs, institutional leaders and communicators alike.

Health does not face an innovation deficit. It faces an implementation deficit, made worse when communication is treated as an afterthought. Reducing the friction between what technology can do and what people need to experience may prove to be the next great breakthrough.

The post The Friction Between Innovation and Experience appeared first on Medika Life.

But this year, because of a new Medicare program, Curry has traveled a little more often.

In February, during one trip, he was told unexpectedly that he needed preapproval for the procedure. Then he went again a month or so later to get the injection, for a total of 10 hours on the road. His clinic wanted him to come in a third time, which they had never asked of him before. That appointment was “just to fill out a piece of paper to tell them how you feel again,” Curry said, so he hasn’t gone.

In January, Oklahoma became one of six states to begin a pilot program testing the use of preapprovals in traditional Medicare, the federal health insurance program for people 65 and older or with disabilities. Medicare had previously eschewed the practice — also known as prior authorization — which requires patients or someone on their medical team to seek insurance approval before proceeding with certain procedures, tests, and prescriptions.

Epidurals like Curry’s are among 13 medical services subject to the new program because the Trump administration says they’re prone to fraud or misuse. Powered by artificial intelligence, the program — called the Wasteful and Inappropriate Service Reduction Model, or WISeR — is intended to save the federal government money and protect patients from potentially unsafe or unneeded care.

Yet early reviews from Oklahoma and the other pilot states — Arizona, New Jersey, Ohio, Texas, and Washington — suggest WISeR’s rollout has not been smooth. Patients, doctors, and other healthcare professionals who spoke with KFF Health News say the effort has created confusion, errors, long wait times, and stress. Some described the rollout as “horrendous” and say people enrolled in Medicare in the pilot states are now getting ensnared in the same red tape as those with private insurance.

One key concern is that it all happened too hastily. WISeR was announced in June 2025 and launched in mid-January.

That was “quicker than normal” for the federal government, said Todd Baker, who recently stepped down as CEO of the Ohio State Medical Association. Doctors “just sort of had to figure it out,” added Jeb Shepard, director of policy at the Washington State Medical Association.

Government contractors have also acknowledged the rapid pace. “We’ve had an aggressive rollout from the time of being notified to going live,” said Jeremy Friese, CEO of Humata Health, the vendor for Oklahoma. Tech executives servicing other states have said they were still adding features to their products in the spring.

Abe Sutton, director of the Center for Medicare and Medicaid Innovation, which is administering the program, didn’t comment on the rollout schedule. But he said in a statement that the goal of these reforms is to ensure that prior authorization is efficient, fast, and streamlined.

“The model aims to reduce inappropriate care without delaying appropriate care,” he said.

Mehmet Oz, the leader of the Centers for Medicare & Medicaid Services, told NewsNation in December that they were “rolling out some prior authorization on abused practices.”

“The purpose of these is not to deny care,” Oz continued. “It’s to make sure you get the care you need and deserve, not the care some unscrupulous doctor wants to use on you.”

Medicare has struggled in recent years with suspected fraud associated with particular services. The Department of Health and Human Services’ inspector general warned in September that the program’s spending on skin substitutes, for example, had surged nearly 700% over two years, raising “major concerns about fraud, waste, and abuse.” Skin substitutes are among the 13 therapies currently subject to review under WISeR.

The program also imposes prior authorization requirements for kyphoplasty, a surgery for spinal fractures, which a report by the Medicare Payment Advisory Commission flagged as overused.

Sutton acknowledged, however, that “the percentage of providers committing waste, fraud, and abuse is small.”

Consumers and clinicians largely detest prior authorization. Even as federal health officials test the process for Medicare, the Trump administration is trying to scale it back for those with private insurance. According to a KFF poll conducted in January, 69% of insured adults consider prior authorization a burden for care.

Through WISeR, doctors and their staff log in to online portals to submit medical records that justify the procedures. Using artificial intelligence, the systems quickly approve applications that meet the program’s criteria, Friese, Humata’s chief executive, told KFF Health News. He said there is an “immediate yes” in 88% of cases for which clinical data supports an approval.

CMS has touted the process as one in which decisions are returned within 72 hours. After that, clinicians receive a “universal tracking number,” which allows them to schedule the procedure and get paid. In practice, however, participants say the process is anything but easy.

The University of Washington’s medical system alone had nearly 100 patients waiting earlier this year for epidural injections due to WISeR-related delays, according to an April report from the office of U.S. Sen. Maria Cantwell (D-Wash.) that drew on hospital association data. “Now, patients are subject to delays or denials which did not exist prior to the WISeR Model,” the report said.

Curry, the Oklahoma cattle farmer, said he might go to Kansas for future treatments to avoid the approval process. Dorota Gribbin, a New Jersey-based physical medicine and rehabilitation physician, said that by the time authorization came for one of her patients who needed a back pain procedure, the patient had gone to the hospital for more expensive care.

Jennifer Valle, a precertification and insurance supervisor at Clinical Radiology of Oklahoma, said when it comes to kyphoplasties, there has been a lot of “nitpicking” from reviewers. Other times, information her practice provides to CMS gets overlooked, she said, and reviewers ask for imaging that’s already in the file.

Claims with no problems are supposed to be paid within 15 days, said James Webb, a musculoskeletal radiologist in Tulsa, Oklahoma, who has also been frustrated by the prior approval and reimbursement process for kyphoplasties. “Six- to eight-week delays is what we’ve been seeing,” he said.

“It’s been horrendous,” said Jerry Sobel, a Phoenix-area pain management doctor. “Right from the beginning, there seemed to be no organization.” Sobel said that as of May, he hadn’t gotten paid by Medicare for nine epidurals.

“We continuously monitor operations and work closely with stakeholders to address questions and improve the provider experience,” said Sundar Subramanian, the CEO of Zyter, which has the contract for Arizona.

During an April webinar, another Zyter executive acknowledged a large backlog in payments stretching to January. Those backlogs “are currently being resolved,” Medicare’s Sutton said, without providing further detail.

When asked about other issues — including what doctors suspect are AI-driven errors — Medicare’s Sutton said the agency appreciates “feedback on provider experience.” It will be used “to help providers better understand WISeR processes,” he said.

Although CMS vendors say humans make the final decisions on approvals, doctors and their staffs believe artificial intelligence is playing a large role in the process and that denials are sometimes the result of AI hallucinations that garble or make up information.

One Arizona doctor, who wasn’t authorized by his practice to speak, recalled a denial saying his patient wasn’t eligible for procedures in the thoracic region, or mid-back. The patient needed an injection to the neck. Webb, the Oklahoma radiologist, documented four times that a patient lacked numbness, and yet his WISeR application was still denied, citing numbness, which, in the reviewer’s interpretation, would rule out the spinal surgery procedure.

Friese, Humata’s CEO, said he hasn’t heard about any AI hallucinations.

The process is also raising government costs. With more rejections, more appeals are being filed with Medicare’s administrative contractors. The government pays the contractors to handle the appeals, and Medicare’s Sutton acknowledged that the agency has “accounted for potential changes in the volume of Medicare appeals because of the WISeR program and its associated costs.”

Eighty-four percent of commercial insurers already use AI tools, according to a survey released in 2025 by the National Association of Insurance Commissioners, though they have consistently said AI isn’t used to deny prior authorization requests.

Its use in Medicare risks introducing friction and frustration into the program — and piling costs onto its beneficiaries. Prior authorization saves money for insurers partly by making patients pay a price in wait times and inconvenience, said Miranda Yaver, a University of Pittsburgh health policy researcher studying the technique.

“People will end up getting ensnared in a lot of red tape, having to be on hold, and getting rerouted,” she said. She often wonders whether prior authorization simply shifts costs to patients and doctors, rather than saving them.

Some doctors involved in Medicare’s prior authorization experiment believe it will inevitably expand beyond a few services officials in Washington consider fraud-prone.

“Everybody knows that if this pilot project works, it will be prior auth for basically all procedures,” said Mary Clarke, a family practice physician in Stillwater, Oklahoma. “If they can show that they can save money, then that’s going to be extrapolated and rolled out to other procedures and multiple other things in other states.”

When asked whether CMS is considering expansion of its prior authorization pilot, Sutton said in his statement that there are “currently no changes” considered for the list of services subject to the WISeR program, “but CMS continues to assess whether any changes are warranted.”

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What Is Misophonia, Exactly?

The word misophonia comes from the Greek for “hatred of sound.” But that description sells it short. It isn’t simply an aversion to noise. It’s a disorder in which specific sounds, usually soft, repetitive, and made by another person, set off an intense chain reaction in the body and mind. Researchers define it as a condition characterized by strong emotional, physiological, and behavioral responses to sounds that most people barely notice.

The most common triggers include chewing, swallowing, lip smacking, slurping, throat clearing, sniffling, and breathing. Tapping on a keyboard, pen clicking, and the crinkle of a wrapper can also set it off. Some people also react to visual cues, such as watching someone’s jaw move, even without sound.

Estimates of how many people have misophonia vary, but multiple studies suggest that between 5% and 20% of the population experience symptoms significant enough to interfere with daily life. It often starts in childhood or early adolescence, with an average onset around age 12 to 13. It can persist for decades if left unaddressed.

What’s Happening in the Brain?

For a long time, people assumed this was a personality quirk or a sign of anxiety. New brain imaging research tells a very different story.

A landmark study published in Human Brain Mapping in early 2026 examined brain scans from 939 adults and found a specific connectivity disruption unique to misophonia. The culprit is a brain region called the anterior insula, a hub of the brain’s salience network. This is the area that decides, in a fraction of a second, what information deserves your full attention. In people with misophonia, the connection between the auditory cortex and the anterior insula is wired differently. The brain flags trigger sounds as urgent threats before the person has any chance to think about it.

Critically, this pattern did not appear in people with anxiety, depression, or autism, even when researchers analyzed the same brain data. It appears to be a misophonia-specific neural signature. That distinction matters enormously for treatment.

Earlier fMRI research confirmed that when a person with misophonia hears a trigger sound, specific regions fire up fast: the right insula, the anterior cingulate cortex, and the superior temporal cortex. Heart rate increases. Skin conductance rises. The emotional response arrives before reasoning can step in. This is why telling someone with misophonia to “just ignore it” is about as useful as telling someone with a broken leg to walk it off.

Research presented at the 2025 Misophonia Collaborative Forum added another dimension. Brain regions that become overactive during trigger exposure respond similarly whether a person is actually hearing the sound, watching a silent video of it, or simply imagining it. This tells us that misophonia isn’t purely a hearing problem. It involves memory, expectation, and mental imagery, too.

More Than Irritation: The Emotional and Physical Toll

The emotional range that people with misophonia report goes well beyond irritation. Anger is the most common reaction, but disgust, anxiety, panic, and even shame are also common. Physically, people describe muscle tension, sweating, nausea, a tightened chest, and a racing heart. The urge to flee the situation can feel overwhelming.

The source of the sound matters significantly. Research published in 2025 confirmed that sounds made by other people, especially people the listener knows, produce far stronger reactions than the same sounds made by strangers or machines. This is why family dinners can become unbearable war zones, while the same sounds in a crowded restaurant cause far less distress. It’s personal in the most literal neurological sense.

Research also finds that trigger sounds interfere with a person’s ability to concentrate on what they’re doing. People with misophonia are measurably worse at staying on task when triggers are present. Over time, the condition leads many people to avoid shared meals, open offices, public spaces, and sometimes their own families. The social and professional consequences can be severe.

Who Gets Misophonia?

Misophonia shows up across populations, but some groups appear more vulnerable. A 2025 systematic review found that between 12.8% and 35.5% of autistic people experience it, with 79% of those individuals also having anxiety, OCD, or other sensory sensitivities. It also appears frequently alongside mood disorders and obsessive-compulsive disorder in the general population.

Misophonia is not currently listed as a stand-alone diagnosis in the DSM-5 or ICD-11. But the field is moving toward formal recognition. In 2022, a consensus definition was published for the first time. Since then, standardized assessment tools have been developed, prevalence studies have grown in size and rigor, and clinical trials have finally begun.

What Can Actually Help?

Good news arrived in 2026 in the form of the field’s first randomized controlled trials, meaning research with a real comparison group and rigorous standards. Two studies confirmed that specific forms of therapy produce meaningful reductions in misophonia symptoms.

Cognitive behavioral therapy, or CBT, remains the most studied approach. A 2025 review presented at the World Tinnitus Congress confirmed that CBT delivered by both psychologists and audiologists significantly reduces the impact of misophonia on quality of life. Online CBT programs also show positive results, though dropout rates are higher than with face-to-face treatment.

Acceptance and commitment therapy, or ACT, also showed strong results in 2026 trials. ACT doesn’t try to eliminate the emotional response. Instead, it teaches people to tolerate distress without letting it control their behavior. For misophonia, this can mean staying at the dinner table, completing a workday in a shared office, or staying present in a relationship that might otherwise be derailed by triggers.

On the technology front, researchers at Duke University’s Center for Misophonia and Emotion Regulation are collaborating with a team at the University of Washington to develop a sound-suppression platform that uses headphones and an app. The goal is to allow a person to select which specific sounds they want filtered out while still hearing everything else.

Perhaps the most exciting frontier is neurostimulation. Clinical trials are underway to test whether transcranial magnetic stimulation, which uses magnetic pulses directed at specific brain regions, can calm the misfiring salience network at its source. If successful, this approach would be the first to directly target the underlying brain mechanism rather than managing its downstream effects.

You’re Not Alone, and You’re Not Broken

If any of this sounds familiar, the most important thing to know is that misophonia is real, it’s measurable, and it isn’t a personal failure. It also isn’t a life sentence. With the right support, people can and do find ways to manage their reactions, protect their relationships, and reclaim spaces that triggers have stolen from them.

Science has only recently begun to take misophonia seriously. The brain imaging findings of 2026 that show a disorder-specific neural signature are exactly the kind of evidence that turns skeptics into allies and moves conditions from the margins of medicine to its center. That shift is happening now.

Talk to a psychologist or psychiatrist who is familiar with sensory processing disorders. Be honest about what triggers you, how strongly, and how much it costs you in daily life. You deserve a professional who takes this seriously, because the science finally does.

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Its leaders were visible throughout the convention, participating in discussions on biopharma innovation, precision medicine, artificial intelligence, investment, genomics and policy. Partnership announcements emerged throughout the week. Delegations moved between panel discussions and private meetings with investors, entrepreneurs, researchers, and industry leaders. The message was clear. Abu Dhabi is making a strategic effort to become a notable player in biotechnology and the life sciences.

The timing is not accidental.

Around the world, governments increasingly view biotechnology as a strategic investment industry. Scientific innovation drives economic growth. Advanced therapeutics create new manufacturing opportunities. Genomics and precision medicine are reshaping approaches to disease prevention and treatment. Nations that attract talent, investment and scientific expertise position themselves at the forefront of one of the century’s most consequential industries and life-sustaining movements.

Abu Dhabi is determined to be among those countries.

Building the Innovation Foundation

Substantial investments and partnerships in infrastructure, research, education and health innovation support the Emirate’s ambitions.

In April 2025, Abu Dhabi launched the Health, Endurance, Longevity and Medicine (HELM) Cluster, an initiative designed to establish a globally competitive ecosystem spanning biotechnology, pharmaceuticals, medical technology, genomics, digital health, artificial intelligence and advanced manufacturing.

Officials project the initiative will contribute AED 94 billion to the economy by 2045, attract more than AED 42 billion in investment and create approximately 30,000 jobs.

Those figures reflect more than economic development goals. They signal a growing recognition that biotechnology is a cornerstone of future growth and global competitiveness.

The Emirate is not starting from scratch. Organizations including M42, PureHealth, Mubadala Bio, Khalifa University, and the Mohamed bin Zayed University of Artificial Intelligence have established a foundation that combines research, clinical capabilities, advanced analytics and investment resources. The UAE Genome Program has surpassed 900,000 sequenced genomes, making it one of the world’s largest population genomics initiatives and providing a valuable resource for scientific research and precision medicine.

These investments provide the ingredients necessary to compete. Partnerships provide the opportunity to accelerate progress.

Building Through Collaboration

Biotechnology has long been a collaborative enterprise among private equity and entrepreneurs, academic medicine and corporations, and, now, nations working side by side with other countries’ governments.

Scientific discovery depends on the exchange of knowledge among researchers, entrepreneurs, clinicians, manufacturers, regulators, and investors. No single country possesses every advantage. Successful ecosystems learn how to connect their strengths with those of others.

Abu Dhabi’s recent actions suggest its leaders understand this reality more than anyone else. They act on it.

During the BIO International Convention, the Department of Health – Abu Dhabi announced a strategic collaboration with Sanofi focused on vaccine development and life sciences innovation. The previous year at BIO in Boston, the Department established a partnership with Boehringer Ingelheim that expanded access to the company’s OpnME research platform, creating new opportunities for translational research and scientific discovery.

An additional 2025 agreement was signed with Abbott, focused on pharmaceutical innovation, manufacturing capabilities, and emerging technologies.

These were not isolated announcements. They represented a broader effort to connect Abu Dhabi with leaders across the global life sciences community. That strategy continued at BIO 2026.

On June 23, 2026, the Department of Health – Abu Dhabi announced a strategic partnership with Biocom California, one of the world’s largest life sciences associations representing more than 1,800 biotechnology, pharmaceutical, and medical technology organizations. The agreement creates a formal gateway between the California innovation ecosystem and Abu Dhabi’s growing life sciences sector, strengthening opportunities for collaboration among researchers, entrepreneurs, investors, and innovators across both markets.

The significance of the announcement extends beyond California. It reflects Abu Dhabi’s effort to connect itself to some of the world’s most influential innovation networks and to participate in the exchange of scientific knowledge, talent, and investment that increasingly defines biotechnology leadership.

Moving Up the Biotech Value Chain

If the Biocom agreement demonstrated Abu Dhabi’s commitment to global collaboration, a second announcement made the Emirate’s ambitions even clearer.

On June 24, 2026, the Department of Health – Abu Dhabi, M42, and Mammoth Biosciences announced a partnership to advance gene-editing therapies, clinical research, and advanced therapy manufacturing in Abu Dhabi. The agreement seeks to leverage insights generated through the Emirati Genome Program while supporting the development of next-generation treatments for inherited diseases.

This announcement stands out because it moves beyond ecosystem building and into the development of future therapies.

Mammoth Biosciences was co-founded by Nobel Prize-winning scientist Jennifer Doudna, whose pioneering work helped bring CRISPR gene-editing technology into medicine. Under the agreement, Mammoth will contribute its proprietary gene-editing platform, M42 will provide genomics, health, and clinical research infrastructure, and the Department of Health will support the regulatory and research environment needed to advance development.

The collaboration includes plans to introduce Mammoth’s lead clinical candidate, MB-111, into Abu Dhabi’s research ecosystem, support advanced gene-editing clinical trials, establish advanced therapy manufacturing capabilities, and develop local expertise through workforce training programs.

Perhaps most significantly, the partnership highlights how Abu Dhabi is leveraging its genomics investments. The Emirati Genome Program has created one of the world’s most comprehensive population genomics initiatives. The Mammoth agreement represents an effort to translate those insights into therapies targeting inherited diseases.

As H.E. Dr. Noura Al Ghaithi noted when announcing the partnership, Abu Dhabi is focused on translating genomic insights into therapies to address some of the most complex inherited diseases affecting populations in the region and worldwide.

Leadership Matters

The prominence of Abu Dhabi at BIO 2026 reflects sustained engagement from senior leaders. H.E. Dr. Noura Khamis Al Ghaithi, Undersecretary of the Department of Health – Abu Dhabi, and Dr. Mohamed Al Ameri, Division Director of Genome and Biobank at DoH, are among the officials representing the Emirate’s vision throughout the convention.

Their participation reflects a broader commitment. During Abu Dhabi’s 2025 strategic mission to the United States, approximately 40 representatives from 12 organizations attended more than 20 strategic meetings, conducted 16 institutional visits, participated in 9 BIO-related panels, and established 7 new partnerships and agreements.

Such activity underscores an important point. Building a biotechnology ecosystem requires more than investment capital. It requires leadership, patience, and a willingness to build relationships across borders and disciplines.

A Must-Watch Innovation Hub

For decades, discussions about biotechnology leadership have focused on a familiar collection of cities and regions. Boston, San Diego, Basel, London, and Singapore earned their positions through scientific excellence, entrepreneurial activity, and investment.

Abu Dhabi is pursuing a different path.

The Emirate is leveraging capital, scientific infrastructure, genomics, artificial intelligence, policy support, and international partnerships to establish a presence in the global biotechnology landscape. Its strategy recognizes that modern biotechnology advances through collaboration and that scientific leadership increasingly depends upon connecting talent, expertise, and resources across borders.

BIO 2026 demonstrated that Abu Dhabi is no longer simply expressing an ambition to participate in the life sciences sector. Through initiatives such as the HELM Cluster, partnerships with organizations including Sanofi, Boehringer Ingelheim, Abbott, Biocom California, and Mammoth Biosciences, and investments spanning genomics, research, and advanced therapies, the Emirate is laying the foundations for a biotechnology ecosystem with global aspirations.

Whether Abu Dhabi joins the ranks of the world’s leading life sciences hubs remains to be seen – but it should be watched closely. What is increasingly difficult to overlook is the depth of its commitment and the speed with which effort is being translated into action.

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The body remains, but the self doesn’t.

We understand something in those moments that we rarely say plainly. And perhaps, it’s time we put this idea front and center. Cognition isn’t merely something a person has, it’s something a person is.

Day after day, we become ourselves through the act of thinking. From the complex to the trivial, we traverse a reality that bumps and bruises us into personhood. And that friction isn’t an obstacle to identity, it’s how identity forms.

Aristotle understood this long before neuroscience provided a name for it. Character isn’t something we possess. It is something we create. What we think shapes what we do. What we do, repeatedly, shapes who we become. Which is why the question of artificial intelligence, at least to me, isn’t primarily a question about productivity or efficiency.

Of course, AI doesn’t arrive as a threat, it arrives as a relief. And that’s what makes it so insidious. There’s no cognitive check engine light to warn you. There’s just the comfort of a swift and almost effortless answer. The friction that used to shape you simply didn’t happen. Do that enough times and something changes, not dramatically, but in the way that habits shift things. Gradually, then all at once.

Technology has always extended human capability. The wheel extended our legs. Writing extended memory. The calculator extended arithmetic. But AI is different in kind, and not merely degree. It reaches into cognition itself, into the territory where “we” live—into the domain of judgment, understanding, and idenity. A calculator doesn’t threaten to do your becoming for you.

The neuroscientist Michael Merzenich is well-known for the mechanism that we today call neuroplasticity. Simply put, neural connections are strengthen when used and weakened when not. The brain adapts continuously to the demands placed upon it. This isn’t a lofty metaphor but measurable biology. The brain you exercise is not the brain you don’t.

But cognitive surrender isn’t a neutral act. Every decision handed off to AI are small withdrawals from the account of the self. Of course, handing the process over to a machine provides certain efficiency or even relief, but you step away from the mechanism through which you author, well, you.

There is a phrase, adapted from the Upanishads, that I alluded to earlier: as you think, so you act. As you act, so you become. This is doing more than describing habit. It is describing identity formation. We are not simply what we know. We are, in part, what we have struggled to understand.

The answers may still sound like you. What fills the space is not.

That’s the abyss. Not a dramatic fall, but a quiet retreat from the very process that makes a person a person.

I wrote about the Borrowed Mind as a possibility. Now, I think it’s worth asking, with some regularity, whether it has become a habit.

John Nosta is the author of the best seller:  The Borrow Mind—Reclaiming Human Thought in the Age of AI.

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The Exhibition Floor as a Market Signal

However, after several days walking the exhibition floor and listening to discussions across multiple stages, another story emerged. The most interesting development at HLTH Europe was not the continued rise of AI. It was the growing number of companies applying artificial intelligence to solve very specific challenges faced by researchers, physicians, health systems and patients.

What appears on the stages and exhibition floor at HLTH often reflects where the market sees opportunity. Conferences do not create trends. They reveal them. HLTH Europe brought together more than 400 speakers, some 350 sponsors and approximately 5,000 participants from across the global health ecosystem. Artificial intelligence was not simply one topic among many. The conference featured a dedicated AI @ HLTH Zone, AI-focused exhibitors and numerous sessions exploring implementation, governance, clinical applications and operational adoption.

The prominence of AI across both the agenda and exhibition hall was revealing. Conference organizers dedicate space and programming to topics that matter to attendees, investors and sponsors. The visibility of AI at HLTH Europe suggested that health-specific applications of artificial intelligence have moved beyond emerging interest and are now a significant market focus.

That shift matters because health has always demanded more than technological capability. New tools must operate within environments where privacy, safety, accountability and trust are essential. Researchers are looking for ways to accelerate discovery. Physicians want to reduce administrative burdens that consume valuable time. Health systems seek efficiencies that improve operations without compromising quality. Increasingly, innovators are designing AI solutions around those specific needs.

That reality helps explain why many of the most compelling AI companies at HLTH Europe are building solutions specifically for health rather than adapting tools designed for other industries.

As Sophie Taylor-Roberts, managing partner and FINN Partners UK Health Group Lead, shared: “A mistake in healthcare carries a human cost: it can literally mean life or death. That’s why healthcare needs bespoke AI models, tools and solutions that allow for diverse patient populations, differing clinical guidelines, funding and regulatory structures.”

She added, “As with all aspects of health, one size doesn’t fit all. AI must be treated like a highly specialized medical instrument, built to respect national sovereignty, multilingual patient care, and absolute data privacy.”

Health-Specific AI Moves from Possibility to Practice

The trend was visible throughout the exhibition hall, where companies focused on clinical research, physician workflow, diagnostics, patient engagement, digital safety and operational efficiency demonstrated how specialized AI is rapidly becoming a category of its own.

The trend was visible throughout the exhibition hall, where companies focused on clinical research, physician workflow, diagnostics, patient engagement, digital safety and operational efficiency demonstrated how specialized AI is rapidly becoming a category of its own. Their growth reflects a broader shift occurring across the health sector as organizations seek tools designed for specific scientific, clinical and operational challenges.

Gabriele Ricci, Chief Data & Technology Officer at Takeda, captured that evolution when discussing AI’s growing role across the research and development continuum. “AI is transforming the future of healthcare by accelerating every stage of the R&D value chain through purpose-built capabilities tailored to specific scientific and clinical challenges,” he said.

His emphasis on purpose-built capabilities mirrors what was visible throughout HLTH Europe. The conversation is no longer centered exclusively on artificial intelligence as a technology platform. Increasingly, attention is turning toward how specialized applications can address distinct needs across research, clinical care and health operations.

Among the companies reflecting this shift was Briya, whose AI-powered platform helps researchers interact with complex data through conversational interfaces. Rather than requiring users to navigate multiple databases, coding environments and analytical tools, the platform seeks to simplify the path from question to insight.

David Lazerson, Briya’s co-founder and chief executive officer, believes many organizations misunderstand where the greatest challenge in AI adoption resides.

“Many people assume AI adoption is about choosing the right model,” he said. “In reality, the model is only a small part of the solution. The hard part is everything around it: security, governance, data harmonization, domain expertise, and the methodology required to produce trustworthy outcomes.”

His observation reflects a reality becoming increasingly evident throughout the health sector. Access to powerful AI models is expanding rapidly, shifting competitive advantage toward organizations that can generate reliable outcomes within specific health environments. That reality helps explain the growing number of exhibitors focused on narrowly defined use cases rather than general-purpose AI.

A similar perspective emerged from conversations with Keith Grimes, MD, Chief Innovation Officer at Curistica. A physician who spent 24 years in primary care, Grimes approaches artificial intelligence through the lens of risk management, governance and patient safety.

“Physicians have always governed risk,” he explained. “We do it instinctively for doctors, drugs and devices. Digital is just the fourth D, and the discipline is much the same, but it is the one we were never trained for, so the commitment to ‘do no harm’ runs ahead of the know-how.”

His comments address one of the most significant challenges facing health organizations today. Many leaders recognize the promise of AI, yet remain uncertain about implementation, oversight and accountability, particularly in smaller physician practices and community-based care settings.

Dr. Grimes emphasizes that smaller organizations should not view those limitations as barriers.

“Small practices are the cornerstone of primary care, but they cannot out-resource a hospital trust, and it does not need to,” he said. “Good governance scales down, and the same standards that protect a large organization can be borrowed rather than rebuilt.”

“We give whoever is responsible for AI and digital safety both the platform and the people,” Dr. Grimes said. “Power tools that guide them, whatever their experience, with clinical safety experts behind the software.”

Taken together, the perspectives of Dr. Grimes and Lazerson point to the emergence of a new category of innovation. The most promising health AI companies are not focused exclusively on algorithms. They are creating environments that combine technology, expertise and governance to solve specific high-friction problems.

The Future Belongs to Reliable Outcomes

For smaller organizations, this evolution may prove particularly significant. Historically, adopting advanced technology often required substantial investment, specialized technical talent and complex integration efforts. Many health organizations lacked the resources to pursue those initiatives.

Lazerson believes that model is changing. “That’s why we’re seeing the emergence of a new layer of domain-specific AI,” he said. “Instead of every organization hiring AI engineers and building custom infrastructure, they can access a complete, purpose-built environment as a service.”

The implications extend far beyond research organizations. Physician practices, community health providers, home health agencies and emerging life science companies increasingly have access to capabilities that previously required significant internal resources.

“For smaller organizations in particular, it’s a no-brainer,” Lazerson added. “They can start generating value immediately without complex integrations, dedicated AI teams, or having to solve privacy, security, and compliance challenges on their own.”

Throughout HLTH Europe, companies focused on clinical research, workflow automation, diagnostics, care coordination and patient engagement demonstrated how artificial intelligence is becoming increasingly specialized. Rather than attempting to transform every aspect of health simultaneously, they are concentrating on areas where measurable value can be achieved quickly and responsibly.

That focus on practical outcomes may ultimately become the defining characteristic of the next generation of health innovation.

Dr. Grimes summarized the principle succinctly. “Safety is not a box-ticking exercise; it works when everyone knows the part they play,” he said. “The advantage is not scale, it is fit.”

Walking through HLTH Europe, I was reminded that innovation rarely advances through a single breakthrough. More often, progress emerges through focused efforts to solve meaningful problems. The companies attracting attention were helping researchers move faster, supporting clinicians facing administrative burdens and enabling organizations to adopt new capabilities with greater confidence.

Perhaps among the more important lessons from HLTH Europe. The future of AI in health will not be defined solely by the largest platforms. It will be shaped by innovators who combine technology, expertise, and specificity to deliver reliable outcomes. As Lazerson observed, “The future won’t belong to organizations with the biggest models. It will belong to those who can turn AI into reliable outcomes.”

Judging by what appeared across the stages and exhibition floor in Amsterdam, that future is taking shape.

The post At HLTH Europe, the Most Important AI Story Was Happening Beyond the Headlines appeared first on Medika Life.

Despite living longer than men, women spend approximately 25 percent more of their lives in poor health, according to research from the World Economic Forum and the McKinsey Health Institute. Across reproduction, brain health, autoimmune conditions, cardiovascular disease, and mental health, the gaps in research, funding, and care are persistent.

That reality provided important context for the launch of The Shift, a new mini documentary series from BBC StoryWorks Commercial Productions, unveiled at HLTH Europe. The series explores issues ranging from reproductive health and cardiovascular disease to autoimmune disorders, menopause, mental health and healthy aging. Through storytelling, the documentary project elevates the experiences of women while highlighting the challenges that persist and the opportunities for progress.

The HLTH EU panel discussion was timed for the opening of The Shift and featured Shahnoor Abbas, Senior Series Developer and Research Development Lead for The Shift at BBC StoryWorks Commercial Productions; Elena Bonfiglioli, General Manager, Global Health & Life Sciences at Microsoft, and Priya Agrawal, MD, Vice President, Global Health Equity and Partnerships at MSD. Their conversation, moderated by Jody Tropeano Greene, Head of Content for HLTH, explored why women’s health remains one of the most significant opportunities for innovation, investment and system improvement.

A Conversation Decades in the Making

The panelists approached the topic from different perspectives, yet a common theme emerged. Women’s health has received increasing attention for more than a decade, but many of the barriers women encounter remain rooted in the design of health systems.

For BBC StoryWorks, The Shift represents an effort to sustain attention on issues that too often receive episodic interest. The series combines personal stories with broader insights into the realities women face across different countries, cultures and stages of life.

The BBC initiative and the HLTH EU mainstage conversation arrive at a time when women’s health is attracting growing attention from investors, entrepreneurs, policymakers and health industry leaders. New companies are emerging. New technologies are being developed. More organizations are recognizing both the societal and economic importance of addressing longstanding gaps in care.

The timing of The Shift is notable. Women’s health innovation is receiving growing attention from investors, entrepreneurs, policymakers and health leaders. Industry analysts estimate that approximately $2 billion was invested in venture-backed women’s health companies across the United States and Europe in 2025, reflecting increased interest in addressing challenges that extend beyond reproductive health to include cardiovascular disease, menopause, mental health, oncology and healthy aging.

The trend signals growing recognition that improving women’s health is a societal imperative and a significant economic opportunity. Yet as the discussion at HLTH Europe made clear, investment and innovation alone will not be enough if women continue to face fragmented systems that are difficult to navigate.

When Access Exists but Navigation Fails

Dr. Agrawal, an obstetrician-gynecologist by training, whose work has included clinical practice in the UK NHS, global pharma brand stewardship in emerging middle-income nations, maternal health awareness initiatives, and the creation of sustainable health markets, described a reality familiar to many women. Access to care may exist on paper; however, reaching that care, understanding available options and navigating fragmented systems remains a challenge.

“We’ve built systems like mazes with different entry points, different providers and different messages,” said Dr. Agrawal. “Women are often left navigating all of this themselves at the moments where they are most vulnerable.”

Her observation echoed the comments by fellow panelists, which touched on an issue that extends beyond women’s health. Across many countries, patients frequently encounter disconnected providers, inconsistent communication and care journeys that require them to coordinate appointments, referrals and information on their own. The burden of connecting those pieces often falls on the individual seeking care rather than the system intended to support them.

For women, that complexity can be especially challenging. Responsibilities related to caregiving, work, family and personal health often intersect at the very moment care is needed. Understanding what symptoms are normal, knowing when to seek help, determining where to go and finding trusted sources of information become added obstacles.

That reality led to one of the discussion’s compelling observations. “This is not an access problem. It’s a design problem.”

The distinction matters. Discussions about women’s health often focus on whether services exist. Design asks a different question: can people realistically find, understand and benefit from those services when they need them most?

The Power of Stories to Sustain Change

The panel also explored the role technology may play in addressing those challenges. Rather than adding new layers of complexity, emerging digital tools and artificial intelligence applications are increasingly being developed to simplify navigation, improve continuity and support people between clinical encounters.

“What excites me is that technology is finally starting to reduce friction instead of adding layers of complexity,” Dr. Agrawal observed.

That perspective aligned with comments from Bonfiglioli, whose work at Microsoft focuses on helping health systems leverage data, cloud technologies and artificial intelligence to improve outcomes. Technology, however, was not presented as a solution on its own. The discussion repeatedly returned to the importance of human connection.

Those themes are central to the documentary series itself. BBC StoryWorks has built a reputation for transforming complex issues into compelling narratives that audiences can understand and relate to. Through The Shift, the goal is not merely to document challenges but to foster greater understanding of the experiences women face and the opportunities that exist to improve care.

Abbas emphasized the power of storytelling to connect data and lived experience. Statistics can identify a problem. Research can explain it. Stories help people understand why it matters and why action is necessary.

That may be the enduring value of The Shift. The series does not introduce a new conversation. Instead, it brings fresh perspectives to longstanding challenges. Through stories from around the world, the films remind viewers that behind every statistic is a person navigating the complexities of health and care. By fostering greater understanding and empathy, the series encourages health leaders, innovators and policymakers to view women’s health not as a periodic topic of interest, but as an ongoing priority deserving sustained attention and action.

The women featured throughout the series deserve more. The discussion at HLTH Europe reinforces that improving women’s health is more than developing new technologies and expanding services. It is also about creating systems that are easier to navigate, more responsive to people’s medical priorities and ultimately more human in their design.

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